Matilde Santos 0001 - researchr alias

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Viewing Publication 1 - 46 from 46

2024

Federated Discrete Reinforcement Learning for Automatic Guided Vehicle ControlJesús Enrique Sierra-García, Matilde Santos 0001. fgcs, 150:78-89, January 2024. [doi]

2023

Process Improvement: A Case Study to Reduce Operational Inaccuracies of Tin Can and Metal Sheet Fabrication Company Using ProModel SimulationK. M. Abad, M. F. Dantes, A. M. Garcia, C. Gonzales, J. M. Halog, K. B. Madalang, Matilde Santos 0001, Maricar M. Navarro, A. A. Palisoc, J. M. Dinglasan. ieem 2023: 1138-1142 [doi]

Comparison of Deep Reinforcement Learning Path-Following System Based on Road Geometry and an Adaptive Cruise Control for Autonomous VehiclesFelipe Barreno, Matilde Santos 0001, Manuel G. Romana. HAIS 2023: 192-203 [doi]

Vehicle Warning System Based on Road Curvature Effect Using CNN and LSTM Neural NetworksFelipe Barreno, Matilde Santos 0001, Manuel G. Romana. softcomp 2023: 256-266 [doi]

Generation of Optimum Frenet Curves by Genetic Algorithms for AGVsEduardo Bayona, J. Enrique Sierra-Garc, Matilde Santos 0001. ifip12 2023: 454-464 [doi]

Keeping Safe Distance from Obstacles for Autonomous Vehicles by Genetic AlgorithmsEduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos 0001. softcomp 2023: 300-310 [doi]

Forecasting of Wind Turbine Synthetic Signals Based on Nonlinear Autoregressive NetworksCristian Blanco, Jesús Enrique Sierra-García, Matilde Santos 0001. ifip12 2023: 316-324 [doi]

Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine VariablesPablo-Andrés Buestán-Andrade, Matilde Santos 0001, Jesús Enrique Sierra-García, Juan-Pablo Pazmiño-Piedra. softcomp 2023: 334-343 [doi]

Text Classification for Automatic Distribution of Review Notes in Movie ProductionDiego Garcés, Matilde Santos 0001, David Fernández Llorca. softcomp 2023: 3-12 [doi]

Language Models for Automatic Distribution of Review Notes in Movie ProductionDiego Garcés, Matilde Santos 0001, David Fernández Llorca. ideal 2023: 245-256 [doi]

Modelling and Simulation of Wind Energy Systems: Learning-by-Doing in a Master's CourseLía García-Pérez, Matilde Santos 0001. cisis-spain 2023: 207-216 [doi]

Wind turbine maximum power point tracking control based on unsupervised neural networksEduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos 0001. jcde, 10(1):108-121, January 2023. [doi]

MPPT Control in an Offshore Wind Turbine Optimized with Genetic Algorithms and Unsupervised Neural NetworksEduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos 0001. ifip12 2023: 465-477 [doi]

First Approach of an Intelligent Automatic System for Aircraft Flap/Slat PositioningElías Plaza, Matilde Santos 0001, Jesús Enrique Sierra-García. softcomp 2023: 46-55 [doi]

Glide Ratio Optimization for Wind Turbine Airfoils Based on Genetic AlgorithmsJinane Radi, Abdelouahed Djebli, Jesús Enrique Sierra-García, Matilde Santos 0001. ideal 2023: 518-526 [doi]

Glasius bio-inspired neural networks based UV-C disinfection path planning improved by preventive deadlock processing algorithmDaniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos 0001. aes, 175:103330, 2023. [doi]

GBNN algorithm enhanced by movement planner for UV-C disinfectionDaniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos 0001. es, 40(10), December 2023. [doi]

Prediction and Uncertainty Estimation in Power Curves of Wind Turbines Using ε-SVRMiguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos 0001. ideal 2023: 509-517 [doi]

2022

Control Tuning by Genetic Algorithm of a Low Scale Model Wind TurbineGiordy Alexander Andrade Aimara, Segundo Esteban San Román, Matilde Santos 0001. softcomp 2023: 515-524 [doi]

Abnormal Driving Behavior Identification Based on Naturalistic Driving Data Using LSTM Recurrent Neural NetworksFelipe Barreno, Matilde Santos 0001, Manuel G. Romana. softcomp 2023: 435-443 [doi]

Fuzzy expert system for road type identification and risk assessment of conventional two-lane roadsFelipe Barreno, Manuel G. Romana, Matilde Santos 0001. es, 39(9), 2022. [doi]

Optimization of Trajectory Generation for Automatic Guided Vehicles by Genetic AlgorithmsEduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos 0001. softcomp 2023: 484-492 [doi]

Automated vehicles in swarm configuration: Simulation and analysisJavier Echeto, Matilde Santos 0001, Manuel G. Romana. ijon, 501:679-693, 2022. [doi]

Complementing Direct Speed Control with Neural Networks for Wind Turbine MPPTEduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos 0001. softcomp 2023: 495-504 [doi]

EfficientNet Architecture Family Analysis on Railway Track DefectsJon Rengel, Matilde Santos 0001, Ravi Pandit. ideal 2022: 474-481 [doi]

Identification of Variables of a Floating Wind Turbine PrototypeJuan Tecedor Roa, Carlos Serrano, Matilde Santos 0001, Jesús Enrique Sierra-García. ideal 2022: 503-512 [doi]

Pitch-Based Wind Turbine Tower Vibration Damping Optimized by Simulated AnnealingMikel Serrano, Jesús Enrique Sierra-García, Matilde Santos 0001, Giordy Alexander Andrade. softcomp 2023: 525-533 [doi]

Wind turbine pitch reinforcement learning control improved by PID regulator and learning observerJesús Enrique Sierra-García, Matilde Santos 0001, Ravi Pandit. eaai, 111:104769, 2022. [doi]

Deep learning and fuzzy logic to implement a hybrid wind turbine pitch controlJesús Enrique Sierra-García, Matilde Santos 0001. nca, 34(13):10503-10517, 2022. [doi]

Combination of Neural Networks and Reinforcement Learning for Wind Turbine Pitch ControlJesús Enrique Sierra-García, Matilde Santos 0001. HAIS 2022: 385-392 [doi]

2021

Evolutive Tuning Optimization of a PID Controller for Autonomous Path-Following RobotMikel Rico Abajo, Jesús Enrique Sierra-García, Matilde Santos 0001. softcomp 2022: 451-460 [doi]

Experience of a Lifetime: Erasmus+ Traineeship Mobility on a Wind Energy ProjectBenoit Barbe, Segundo Esteban, Matilde Santos 0001, Christophe Pasquier. cisis-spain 2022: 346-355 [doi]

Descent of a Suborbital Rocket: A Simulation Case Study Using CFD, Parametric Models and Neural NetworksPablo Díez-Arrizabalaga, César Hernández-Hernández, Matilde Santos 0001. softcomp 2022: 491-501 [doi]

Intelligent models for movement detection and physical evolution of patients with hip surgeryCésar Guevara, Matilde Santos 0001. igpl, 29(6):874-888, 2021. [doi]

Generation of Restricted Zones for AGVs Routes by Clustering AlgorithmsMarcos Millán, Jesús Enrique Sierra-García, Matilde Santos 0001. softcomp 2022: 471-479 [doi]

Knowledge based approach to ground refuelling optimization of commercial airplanesElías Plaza, Matilde Santos 0001. es, 38(2), 2021. [doi]

LSTM Neural Network Modeling of Wind Speed and Correlation Analysis of Wind and WavesCarlos Serrano-Barreto, Cristina Leonard, Matilde Santos 0001. ideal 2021: 458-466 [doi]

Intelligent Hybrid Controllers for the Blade Angle of Floating Wind TurbinesCarlos L. Serrano-Barreto, Jesús Enrique Sierra-García, Matilde Santos 0001. softcomp 2022: 461-470 [doi]

Switched learning adaptive neuro-control strategyJesús Enrique Sierra-García, Matilde Santos 0001. ijon, 452:450-464, 2021. [doi]

Iterative Obstacle Avoidance Algorithm for Mobile RobotsJesús Enrique Sierra-García, Marcos Millán, Matilde Santos 0001. softcomp 2022: 480-488 [doi]

Wind Turbine Modelling Based on Neural Networks: A First ApproachJesús Enrique Sierra-García, Matilde Santos 0001. ideal 2021: 476-484 [doi]

2020

Educational-Oriented Mobile Robot: Hidden LessonsFrancisco Manuel García-Álvarez, Matilde Santos 0001. iceute 2021: 61-71 [doi]

Mechatronic Modelling of Industrial AGVs: A Complex System ArchitectureJesús Enrique Sierra-García, Matilde Santos 0001. complexity, 2020, 2020. [doi]

2010

Intelligent fuzzy controller of a quadrotorMatilde Santos 0001, Victoria López, Franciso Morata. iske 2010: 141-146 [doi]

Practical applications of Intelligent Systems: An E-learning platforms recommenderVictoria López, Matilde Santos 0001, Pablo Esteve, David Roldán, Juan C. de Mendoza. iske 2010: 628-633 [doi]

2008

Brain tumour diagnosis with Wavelets and Support Vector MachinesGonzalo Farias, Matilde Santos 0001, Victoria López. iske 2008: 1453-1459 [doi]

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